Pandas Profiling Report

Dataset statistics

Number of variables	47
Number of observations	21251
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.5 MiB
Average record size in memory	369.0 B

Variable types

Numeric	7
Boolean	1
Categorical	39

Alerts

`shelf_price` is highly overall correlated with `pct_disc` and 1 other fields	High correlation
`pct_disc` is highly overall correlated with `shelf_price` and 1 other fields	High correlation
`pct_retail_disc` is highly overall correlated with `shelf_price` and 2 other fields	High correlation
`mailer_D` is highly overall correlated with `pct_retail_disc`	High correlation
`marital_status_A` is highly overall correlated with `hhsize_ordinal`	High correlation
`hhcomp_2 Adults Kids` is highly overall correlated with `kid_category_1` and 2 other fields	High correlation
`hhcomp_2 Adults No Kids` is highly overall correlated with `kid_category_None/Unknown` and 1 other fields	High correlation
`hhcomp_Single Female` is highly overall correlated with `hhsize_ordinal`	High correlation
`kid_category_1` is highly overall correlated with `hhcomp_2 Adults Kids` and 2 other fields	High correlation
`kid_category_2` is highly overall correlated with `hhsize_ordinal`	High correlation
`kid_category_3+` is highly overall correlated with `hhsize_ordinal`	High correlation
`kid_category_None/Unknown` is highly overall correlated with `hhcomp_2 Adults Kids` and 3 other fields	High correlation
`hhsize_ordinal` is highly overall correlated with `marital_status_A` and 7 other fields	High correlation
`campaign_6.0` is highly overall correlated with `description_TypeC`	High correlation
`campaign_8.0` is highly overall correlated with `description_TypeA`	High correlation
`campaign_13.0` is highly overall correlated with `description_TypeA`	High correlation
`campaign_18.0` is highly overall correlated with `description_TypeA`	High correlation
`campaign_29.0` is highly overall correlated with `description_TypeB`	High correlation
`description_TypeA` is highly overall correlated with `campaign_8.0` and 2 other fields	High correlation
`description_TypeB` is highly overall correlated with `campaign_29.0`	High correlation
`description_TypeC` is highly overall correlated with `campaign_6.0`	High correlation
`display_1` is highly imbalanced (99.3%)	Imbalance
`display_2` is highly imbalanced (91.2%)	Imbalance
`display_3` is highly imbalanced (93.5%)	Imbalance
`display_4` is highly imbalanced (98.8%)	Imbalance
`display_5` is highly imbalanced (99.3%)	Imbalance
`display_6` is highly imbalanced (95.1%)	Imbalance
`display_7` is highly imbalanced (90.6%)	Imbalance
`display_9` is highly imbalanced (96.2%)	Imbalance
`display_A` is highly imbalanced (99.4%)	Imbalance
`mailer_C` is highly imbalanced (98.6%)	Imbalance
`mailer_D` is highly imbalanced (71.9%)	Imbalance
`mailer_H` is highly imbalanced (93.1%)	Imbalance
`mailer_J` is highly imbalanced (95.3%)	Imbalance
`homeowner_Probable Owner` is highly imbalanced (88.7%)	Imbalance
`homeowner_Probable Renter` is highly imbalanced (95.3%)	Imbalance
`homeowner_Renter` is highly imbalanced (76.8%)	Imbalance
`hhcomp_1 Adult Kids` is highly imbalanced (66.5%)	Imbalance
`kid_category_2` is highly imbalanced (53.6%)	Imbalance
`kid_category_3+` is highly imbalanced (52.4%)	Imbalance
`campaign_6.0` is highly imbalanced (99.6%)	Imbalance
`campaign_8.0` is highly imbalanced (61.1%)	Imbalance
`campaign_13.0` is highly imbalanced (60.5%)	Imbalance
`campaign_18.0` is highly imbalanced (61.3%)	Imbalance
`campaign_29.0` is highly imbalanced (94.1%)	Imbalance
`campaign_30.0` is highly imbalanced (99.8%)	Imbalance
`description_TypeB` is highly imbalanced (94.1%)	Imbalance
`description_TypeC` is highly imbalanced (99.6%)	Imbalance
`Unnamed: 0` has unique values	Unique
`pct_disc` has 7551 (35.5%) zeros	Zeros
`pct_retail_disc` has 7567 (35.6%) zeros	Zeros
`pct_coupon_disc` has 20956 (98.6%) zeros	Zeros

Reproduction

Analysis started	2023-05-28 09:00:36.767904
Analysis finished	2023-05-28 09:01:00.419244
Duration	23.65 seconds
Software version	pandas-profiling v0.0.dev0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

Distinct	21251
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17181.748

Minimum	16
Maximum	34388
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.1 KiB

Quantile statistics

Minimum	16
5-th percentile	1846.5
Q1	8601.5
median	16836
Q3	25946.5
95-th percentile	32358.5
Maximum	34388
Range	34372
Interquartile range (IQR)	17345

Descriptive statistics

Standard deviation	9874.5023
Coefficient of variation (CV)	0.57470884
Kurtosis	-1.2337394
Mean	17181.748
Median Absolute Deviation (MAD)	8673
Skewness	0.023473041
Sum	3.6512932 × 10⁸
Variance	97505796
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	1	< 0.1%
23171	1	< 0.1%
23169	1	< 0.1%
23168	1	< 0.1%
23167	1	< 0.1%
23166	1	< 0.1%
23165	1	< 0.1%
23164	1	< 0.1%
23163	1	< 0.1%
23162	1	< 0.1%
Other values (21241)	21241	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
25	1	< 0.1%

Value	Count	Frequency (%)
34388	1	< 0.1%
34387	1	< 0.1%
34386	1	< 0.1%
34385	1	< 0.1%
34384	1	< 0.1%
34383	1	< 0.1%
34382	1	< 0.1%
34381	1	< 0.1%
34380	1	< 0.1%
34379	1	< 0.1%

first_purchase
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 KiB

False	14083
True	7168

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	14083	66.3%
True	7168	33.7%

shelf_price
Real number (ℝ)

Distinct	74
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.156933

Minimum	0.35
Maximum	6.59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.1 KiB

Quantile statistics

Minimum	0.35
5-th percentile	0.39
Q1	0.4
median	0.79
Q3	0.79
95-th percentile	3.59
Maximum	6.59
Range	6.24
Interquartile range (IQR)	0.39

Descriptive statistics

Standard deviation	1.1046807
Coefficient of variation (CV)	0.95483548
Kurtosis	3.6136688
Mean	1.156933
Median Absolute Deviation (MAD)	0.39
Skewness	1.9435785
Sum	24585.983
Variance	1.2203194
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.79	8494	40.0%
0.4	4451	20.9%
0.39	2120	10.0%
2.79	946	4.5%
0.4	577	2.7%
2.49	528	2.5%
2.99	434	2.0%
3.59	409	1.9%
1.49	389	1.8%
0.39	311	1.5%
Other values (64)	2592	12.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.35	1	< 0.1%
0.39	311	1.5%
0.39	2120	10.0%
0.4	577	2.7%
0.4	4451	20.9%
0.4	11	0.1%
0.44	1	< 0.1%
0.48	17	0.1%
0.5	8	< 0.1%
0.59	15	0.1%

Value	Count	Frequency (%)
6.59	15	0.1%
5.79	245	1.2%
4.99	60	0.3%
4.89	2	< 0.1%
4.89	32	0.2%
4.49	56	0.3%
4.47	2	< 0.1%
4.47	3	< 0.1%
4.18	17	0.1%
4.18	3	< 0.1%

pct_disc
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	227
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15831646

Minimum	0
Maximum	0.90909091
Zeros	7551
Zeros (%)	35.5%
Negative	0
Negative (%)	0.0%
Memory size	166.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.16666667
Q3	0.24050633
95-th percentile	0.36708861
Maximum	0.90909091
Range	0.90909091
Interquartile range (IQR)	0.24050633

Descriptive statistics

Standard deviation	0.14584127
Coefficient of variation (CV)	0.92120091
Kurtosis	0.19144625
Mean	0.15831646
Median Absolute Deviation (MAD)	0.14594128
Skewness	0.59268828
Sum	3364.3831
Variance	0.021269675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7551	35.5%
0.2405063291	5743	27.0%
0.3670886076	1628	7.7%
0.1039426523	662	3.1%
0.4936708861	525	2.5%
0.3288590604	377	1.8%
0.08032128514	333	1.6%
0.175	290	1.4%
0.1003344482	248	1.2%
0.2228412256	236	1.1%
Other values (217)	3658	17.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7551	35.5%
0.01497005988	15	0.1%
0.02044989775	1	< 0.1%
0.04545454545	17	0.1%
0.05527638191	38	0.2%
0.05974842767	1	< 0.1%
0.06147540984	1	< 0.1%
0.06688963211	1	< 0.1%
0.07063197026	11	0.1%
0.07434944238	17	0.1%

Value	Count	Frequency (%)
0.9090909091	1	< 0.1%
0.8938547486	1	< 0.1%
0.8734177215	25	0.1%
0.7890295359	3	< 0.1%
0.7751937984	1	< 0.1%
0.746835443	12	0.1%
0.72899729	1	< 0.1%
0.721448468	3	< 0.1%
0.719665272	2	< 0.1%
0.7046413502	3	< 0.1%

pct_retail_disc
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	143
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15332965

Minimum	-0
Maximum	0.70234114
Zeros	7567
Zeros (%)	35.6%
Negative	0
Negative (%)	0.0%
Memory size	166.1 KiB

Quantile statistics

Minimum	-0
5-th percentile	-0
Q1	-0
median	0.16317992
Q3	0.24050633
95-th percentile	0.36708861
Maximum	0.70234114
Range	0.70234114
Interquartile range (IQR)	0.24050633

Descriptive statistics

Standard deviation	0.13754279
Coefficient of variation (CV)	0.89703976
Kurtosis	-0.88070498
Mean	0.15332965
Median Absolute Deviation (MAD)	0.13742129
Skewness	0.33565764
Sum	3258.4084
Variance	0.01891802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0	7567	35.6%
0.2405063291	5808	27.3%
0.3670886076	1642	7.7%
0.1039426523	697	3.3%
0.4936708861	487	2.3%
0.3288590604	375	1.8%
0.08032128514	353	1.7%
0.175	305	1.4%
0.2228412256	251	1.2%
0.1003344482	251	1.2%
Other values (133)	3515	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0	7567	35.6%
0.01497005988	15	0.1%
0.02044989775	1	< 0.1%
0.04545454545	17	0.1%
0.05527638191	38	0.2%
0.05974842767	1	< 0.1%
0.06147540984	1	< 0.1%
0.06688963211	1	< 0.1%
0.07063197026	12	0.1%
0.07434944238	17	0.1%

Value	Count	Frequency (%)
0.7023411371	1	< 0.1%
0.6711409396	1	< 0.1%
0.4936708861	487	2.3%
0.4936708861	39	0.2%
0.4285714286	13	0.1%
0.4202898551	4	< 0.1%
0.4178272981	1	< 0.1%
0.3920972644	2	< 0.1%
0.373433584	4	< 0.1%
0.3717472119	1	< 0.1%

pct_coupon_disc
Real number (ℝ)

Distinct	59
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0049868088

Minimum	-0
Maximum	0.90909091
Zeros	20956
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	166.1 KiB

Quantile statistics

Minimum	-0
5-th percentile	-0
Q1	-0
median	0
Q3	-0
95-th percentile	-0
Maximum	0.90909091
Range	0.90909091
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.044609877
Coefficient of variation (CV)	8.945576
Kurtosis	105.95238
Mean	0.0049868088
Median Absolute Deviation (MAD)	0
Skewness	9.863123
Sum	105.97467
Variance	0.0019900411
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0	20956	98.6%
0.3584229391	42	0.2%
0.278551532	22	0.1%
0.6329113924	19	0.1%
0.5063291139	18	0.1%
0.27100271	17	0.1%
0.2949852507	14	0.1%
0.4016064257	14	0.1%
0.1792114695	13	0.1%
0.3039513678	12	0.1%
Other values (49)	124	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0	20956	98.6%
0.08130081301	1	< 0.1%
0.1253132832	1	< 0.1%
0.135501355	3	< 0.1%
0.1381692573	1	< 0.1%
0.1394052045	1	< 0.1%
0.1474926254	1	< 0.1%
0.1517450683	2	< 0.1%
0.1519756839	1	< 0.1%
0.1522070015	1	< 0.1%

Value	Count	Frequency (%)
0.9090909091	1	< 0.1%
0.7751937984	1	< 0.1%
0.6329113924	1	< 0.1%
0.6329113924	19	0.1%
0.5917159763	2	< 0.1%
0.5586592179	1	< 0.1%
0.5063291139	18	0.1%
0.5025125628	1	< 0.1%
0.5020080321	2	< 0.1%
0.4587155963	1	< 0.1%

display_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21239
1	12

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21239	99.9%
1	12	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21239	99.9%
1	12	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21239	99.9%
1	12	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21239	99.9%
1	12	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21239	99.9%
1	12	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21239	99.9%
1	12	0.1%

display_2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21014
1	237

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21014	98.9%
1	237	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21014	98.9%
1	237	1.1%

Most occurring characters

Value	Count	Frequency (%)
0	21014	98.9%
1	237	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21014	98.9%
1	237	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21014	98.9%
1	237	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21014	98.9%
1	237	1.1%

display_3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21089
1	162

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21089	99.2%
1	162	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21089	99.2%
1	162	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	21089	99.2%
1	162	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21089	99.2%
1	162	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21089	99.2%
1	162	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21089	99.2%
1	162	0.8%

display_4
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21228
1	23

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21228	99.9%
1	23	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21228	99.9%
1	23	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21228	99.9%
1	23	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21228	99.9%
1	23	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21228	99.9%
1	23	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21228	99.9%
1	23	0.1%

display_5
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21238
1	13

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21238	99.9%
1	13	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21238	99.9%
1	13	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21238	99.9%
1	13	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21238	99.9%
1	13	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21238	99.9%
1	13	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21238	99.9%
1	13	0.1%

display_6
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21135
1	116

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21135	99.5%
1	116	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21135	99.5%
1	116	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	21135	99.5%
1	116	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21135	99.5%
1	116	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21135	99.5%
1	116	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21135	99.5%
1	116	0.5%

display_7
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	20995
1	256

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20995	98.8%
1	256	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	20995	98.8%
1	256	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	20995	98.8%
1	256	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20995	98.8%
1	256	1.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20995	98.8%
1	256	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20995	98.8%
1	256	1.2%

display_9
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21165
1	86

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21165	99.6%
1	86	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21165	99.6%
1	86	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	21165	99.6%
1	86	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21165	99.6%
1	86	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21165	99.6%
1	86	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21165	99.6%
1	86	0.4%

display_A
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21240
1	11

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21240	99.9%
1	11	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21240	99.9%
1	11	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21240	99.9%
1	11	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21240	99.9%
1	11	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21240	99.9%
1	11	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21240	99.9%
1	11	0.1%

mailer_A
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	18091
1	3160

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18091	85.1%
1	3160	14.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	18091	85.1%
1	3160	14.9%

Most occurring characters

Value	Count	Frequency (%)
0	18091	85.1%
1	3160	14.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18091	85.1%
1	3160	14.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18091	85.1%
1	3160	14.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18091	85.1%
1	3160	14.9%

mailer_C
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21225
1	26

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21225	99.9%
1	26	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21225	99.9%
1	26	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21225	99.9%
1	26	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21225	99.9%
1	26	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21225	99.9%
1	26	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21225	99.9%
1	26	0.1%

mailer_D
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	20215
1	1036

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20215	95.1%
1	1036	4.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	20215	95.1%
1	1036	4.9%

Most occurring characters

Value	Count	Frequency (%)
0	20215	95.1%
1	1036	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20215	95.1%
1	1036	4.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20215	95.1%
1	1036	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20215	95.1%
1	1036	4.9%

mailer_H
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21076
1	175

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21076	99.2%
1	175	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21076	99.2%
1	175	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	21076	99.2%
1	175	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21076	99.2%
1	175	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21076	99.2%
1	175	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21076	99.2%
1	175	0.8%

mailer_J
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21139
1	112

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21139	99.5%
1	112	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21139	99.5%
1	112	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	21139	99.5%
1	112	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21139	99.5%
1	112	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21139	99.5%
1	112	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21139	99.5%
1	112	0.5%

marital_status_A
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	10861
1	10390

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	10861	51.1%
1	10390	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10861	51.1%
1	10390	48.9%

Most occurring characters

Value	Count	Frequency (%)
0	10861	51.1%
1	10390	48.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10861	51.1%
1	10390	48.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10861	51.1%
1	10390	48.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10861	51.1%
1	10390	48.9%

marital_status_B
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	18586
1	2665

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18586	87.5%
1	2665	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	18586	87.5%
1	2665	12.5%

Most occurring characters

Value	Count	Frequency (%)
0	18586	87.5%
1	2665	12.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18586	87.5%
1	2665	12.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18586	87.5%
1	2665	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18586	87.5%
1	2665	12.5%

homeowner_Homeowner
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

1	14585
0	6666

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	14585	68.6%
0	6666	31.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	14585	68.6%
0	6666	31.4%

Most occurring characters

Value	Count	Frequency (%)
1	14585	68.6%
0	6666	31.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14585	68.6%
0	6666	31.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	14585	68.6%
0	6666	31.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	14585	68.6%
0	6666	31.4%

homeowner_Probable Owner
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	20929
1	322

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20929	98.5%
1	322	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	20929	98.5%
1	322	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	20929	98.5%
1	322	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20929	98.5%
1	322	1.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20929	98.5%
1	322	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20929	98.5%
1	322	1.5%

homeowner_Probable Renter
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21141
1	110

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21141	99.5%
1	110	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21141	99.5%
1	110	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	21141	99.5%
1	110	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21141	99.5%
1	110	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21141	99.5%
1	110	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21141	99.5%
1	110	0.5%

homeowner_Renter
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	20447
1	804

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20447	96.2%
1	804	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	20447	96.2%
1	804	3.8%

Most occurring characters

Value	Count	Frequency (%)
0	20447	96.2%
1	804	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20447	96.2%
1	804	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20447	96.2%
1	804	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20447	96.2%
1	804	3.8%

hhcomp_1 Adult Kids
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	19934
1	1317

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19934	93.8%
1	1317	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	19934	93.8%
1	1317	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	19934	93.8%
1	1317	6.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19934	93.8%
1	1317	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19934	93.8%
1	1317	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19934	93.8%
1	1317	6.2%

hhcomp_2 Adults Kids
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	14980
1	6271

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14980	70.5%
1	6271	29.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14980	70.5%
1	6271	29.5%

Most occurring characters

Value	Count	Frequency (%)
0	14980	70.5%
1	6271	29.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14980	70.5%
1	6271	29.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14980	70.5%
1	6271	29.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14980	70.5%
1	6271	29.5%

hhcomp_2 Adults No Kids
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	14578
1	6673

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	14578	68.6%
1	6673	31.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14578	68.6%
1	6673	31.4%

Most occurring characters

Value	Count	Frequency (%)
0	14578	68.6%
1	6673	31.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14578	68.6%
1	6673	31.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14578	68.6%
1	6673	31.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14578	68.6%
1	6673	31.4%

hhcomp_Single Female
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	18112
1	3139

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18112	85.2%
1	3139	14.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	18112	85.2%
1	3139	14.8%

Most occurring characters

Value	Count	Frequency (%)
0	18112	85.2%
1	3139	14.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18112	85.2%
1	3139	14.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18112	85.2%
1	3139	14.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18112	85.2%
1	3139	14.8%

hhcomp_Single Male
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	18644
1	2607

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18644	87.7%
1	2607	12.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	18644	87.7%
1	2607	12.3%

Most occurring characters

Value	Count	Frequency (%)
0	18644	87.7%
1	2607	12.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18644	87.7%
1	2607	12.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18644	87.7%
1	2607	12.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18644	87.7%
1	2607	12.3%

kid_category_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	17867
1	3384

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	17867	84.1%
1	3384	15.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	17867	84.1%
1	3384	15.9%

Most occurring characters

Value	Count	Frequency (%)
0	17867	84.1%
1	3384	15.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17867	84.1%
1	3384	15.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17867	84.1%
1	3384	15.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17867	84.1%
1	3384	15.9%

kid_category_2
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	19157
1	2094

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19157	90.1%
1	2094	9.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	19157	90.1%
1	2094	9.9%

Most occurring characters

Value	Count	Frequency (%)
0	19157	90.1%
1	2094	9.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19157	90.1%
1	2094	9.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19157	90.1%
1	2094	9.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19157	90.1%
1	2094	9.9%

kid_category_3+
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	19078
1	2173

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19078	89.8%
1	2173	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	19078	89.8%
1	2173	10.2%

Most occurring characters

Value	Count	Frequency (%)
0	19078	89.8%
1	2173	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19078	89.8%
1	2173	10.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19078	89.8%
1	2173	10.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19078	89.8%
1	2173	10.2%

kid_category_None/Unknown
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

1	13600
0	7651

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	13600	64.0%
0	7651	36.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	13600	64.0%
0	7651	36.0%

Most occurring characters

Value	Count	Frequency (%)
1	13600	64.0%
0	7651	36.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13600	64.0%
0	7651	36.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13600	64.0%
0	7651	36.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13600	64.0%
0	7651	36.0%

age_ordinal
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3454426

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1672614
Coefficient of variation (CV)	0.3489109
Kurtosis	-0.18576759
Mean	3.3454426
Median Absolute Deviation (MAD)	1
Skewness	0.20537265
Sum	71094
Variance	1.3624991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	7389	34.8%
3	5886	27.7%
2	4503	21.2%
5	1424	6.7%
6	1141	5.4%
1	908	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	908	4.3%
2	4503	21.2%
3	5886	27.7%
4	7389	34.8%
5	1424	6.7%
6	1141	5.4%

Value	Count	Frequency (%)
6	1141	5.4%
5	1424	6.7%
4	7389	34.8%
3	5886	27.7%
2	4503	21.2%
1	908	4.3%

income_ordinal
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	78.366242

Minimum	10
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.1 KiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	39.5
median	62
Q3	112
95-th percentile	162
Maximum	250
Range	240
Interquartile range (IQR)	72.5

Descriptive statistics

Standard deviation	52.804688
Coefficient of variation (CV)	0.67381932
Kurtosis	0.70146606
Mean	78.366242
Median Absolute Deviation (MAD)	25
Skewness	1.0405415
Sum	1665361
Variance	2788.335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
62	4761	22.4%
39.5	3827	18.0%
87	2686	12.6%
162	1827	8.6%
112	1709	8.0%
29.5	1687	7.9%
137	1590	7.5%
19.5	1160	5.5%
10	1108	5.2%
250	375	1.8%
Other values (2)	521	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1108	5.2%
19.5	1160	5.5%
29.5	1687	7.9%
39.5	3827	18.0%
62	4761	22.4%
87	2686	12.6%
112	1709	8.0%
137	1590	7.5%
162	1827	8.6%
187	375	1.8%

Value	Count	Frequency (%)
250	375	1.8%
224.5	146	0.7%
187	375	1.8%
162	1827	8.6%
137	1590	7.5%
112	1709	8.0%
87	2686	12.6%
62	4761	22.4%
39.5	3827	18.0%
29.5	1687	7.9%

hhsize_ordinal
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

2.0	7958
1.0	5971
3.0	3331
5.0	2087
4.0	1904

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	63753
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	7958	37.4%
1.0	5971	28.1%
3.0	3331	15.7%
5.0	2087	9.8%
4.0	1904	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	7958	37.4%
1.0	5971	28.1%
3.0	3331	15.7%
5.0	2087	9.8%
4.0	1904	9.0%

Most occurring characters

Value	Count	Frequency (%)
.	21251	33.3%
0	21251	33.3%
2	7958	12.5%
1	5971	9.4%
3	3331	5.2%
5	2087	3.3%
4	1904	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42502	66.7%
Other Punctuation	21251	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21251	50.0%
2	7958	18.7%
1	5971	14.0%
3	3331	7.8%
5	2087	4.9%
4	1904	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	21251	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	63753	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	21251	33.3%
0	21251	33.3%
2	7958	12.5%
1	5971	9.4%
3	3331	5.2%
5	2087	3.3%
4	1904	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	63753	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	21251	33.3%
0	21251	33.3%
2	7958	12.5%
1	5971	9.4%
3	3331	5.2%
5	2087	3.3%
4	1904	3.0%

campaign_6.0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21244
1	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

campaign_8.0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	19628
1	1623

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19628	92.4%
1	1623	7.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	19628	92.4%
1	1623	7.6%

Most occurring characters

Value	Count	Frequency (%)
0	19628	92.4%
1	1623	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19628	92.4%
1	1623	7.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19628	92.4%
1	1623	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19628	92.4%
1	1623	7.6%

campaign_13.0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	19596
1	1655

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19596	92.2%
1	1655	7.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	19596	92.2%
1	1655	7.8%

Most occurring characters

Value	Count	Frequency (%)
0	19596	92.2%
1	1655	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19596	92.2%
1	1655	7.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19596	92.2%
1	1655	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19596	92.2%
1	1655	7.8%

campaign_18.0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	19639
1	1612

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19639	92.4%
1	1612	7.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	19639	92.4%
1	1612	7.6%

Most occurring characters

Value	Count	Frequency (%)
0	19639	92.4%
1	1612	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19639	92.4%
1	1612	7.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19639	92.4%
1	1612	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19639	92.4%
1	1612	7.6%

campaign_29.0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21107
1	144

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

campaign_30.0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21248
1	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21248	> 99.9%
1	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21248	> 99.9%
1	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21248	> 99.9%
1	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21248	> 99.9%
1	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21248	> 99.9%
1	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21248	> 99.9%
1	3	< 0.1%

description_TypeA
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	16358
1	4893

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	16358	77.0%
1	4893	23.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	16358	77.0%
1	4893	23.0%

Most occurring characters

Value	Count	Frequency (%)
0	16358	77.0%
1	4893	23.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16358	77.0%
1	4893	23.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16358	77.0%
1	4893	23.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16358	77.0%
1	4893	23.0%

description_TypeB
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21107
1	144

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21107	99.3%
1	144	0.7%

description_TypeC
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.1 KiB

0	21244
1	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21251
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21251	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	21251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21244	> 99.9%
1	7	< 0.1%

Auto

Heatmap
Table

	Unnamed: 0	shelf_price	pct_disc	pct_retail_disc	pct_coupon_disc	age_ordinal	income_ordinal	first_purchase	display_1	display_2	display_3	display_4	display_5	display_6	display_7	display_9	display_A	mailer_A	mailer_C	mailer_D	mailer_H	mailer_J	marital_status_A	marital_status_B	homeowner_Homeowner	homeowner_Probable Owner	homeowner_Probable Renter	homeowner_Renter	hhcomp_1 Adult Kids	hhcomp_2 Adults Kids	hhcomp_2 Adults No Kids	hhcomp_Single Female	hhcomp_Single Male	kid_category_1	kid_category_2	kid_category_3+	kid_category_None/Unknown	hhsize_ordinal	campaign_6.0	campaign_8.0	campaign_13.0	campaign_18.0	campaign_29.0	campaign_30.0	description_TypeA	description_TypeB	description_TypeC
Unnamed: 0	1.000	-0.037	-0.021	-0.024	0.015	-0.048	0.115	0.059	0.002	0.025	0.037	0.027	0.035	0.047	0.018	0.026	0.023	0.035	0.019	0.043	0.046	0.014	0.188	0.130	0.188	0.304	0.100	0.172	0.136	0.164	0.131	0.161	0.191	0.174	0.185	0.188	0.162	0.171	0.030	0.050	0.023	0.060	0.075	0.000	0.040	0.075	0.030
shelf_price	-0.037	1.000	0.523	0.510	0.129	-0.003	0.008	0.118	0.049	0.041	0.289	0.031	0.000	0.038	0.047	0.225	0.009	0.130	0.179	0.127	0.027	0.036	0.096	0.045	0.104	0.045	0.086	0.068	0.118	0.069	0.102	0.075	0.104	0.047	0.102	0.170	0.117	0.113	0.051	0.045	0.021	0.067	0.042	0.067	0.036	0.042	0.051
pct_disc	-0.021	0.523	1.000	0.984	0.201	-0.014	-0.036	0.064	0.054	0.079	0.185	0.024	0.058	0.099	0.150	0.142	0.000	0.435	0.126	0.464	0.232	0.076	0.055	0.051	0.072	0.076	0.044	0.037	0.104	0.103	0.099	0.084	0.084	0.057	0.072	0.094	0.135	0.076	0.048	0.098	0.069	0.072	0.099	0.000	0.094	0.099	0.048
pct_retail_disc	-0.024	0.510	0.984	1.000	0.042	-0.013	-0.039	0.083	0.050	0.119	0.189	0.026	0.032	0.098	0.160	0.144	0.000	0.469	0.136	0.544	0.235	0.082	0.054	0.056	0.080	0.078	0.049	0.033	0.118	0.098	0.100	0.080	0.087	0.054	0.067	0.107	0.135	0.078	0.046	0.104	0.072	0.079	0.100	0.000	0.112	0.100	0.046
pct_coupon_disc	0.015	0.129	0.201	0.042	1.000	-0.010	0.007	0.033	0.017	0.014	0.019	0.000	0.054	0.018	0.000	0.015	0.000	0.020	0.034	0.011	0.000	0.000	0.055	0.022	0.035	0.000	0.036	0.010	0.011	0.045	0.018	0.017	0.029	0.009	0.013	0.081	0.050	0.044	0.062	0.017	0.026	0.010	0.000	0.000	0.001	0.000	0.062
age_ordinal	-0.048	-0.003	-0.014	-0.013	-0.010	1.000	-0.021	0.051	0.000	0.017	0.029	0.015	0.021	0.031	0.038	0.024	0.005	0.011	0.006	0.045	0.015	0.000	0.220	0.162	0.193	0.123	0.061	0.175	0.105	0.224	0.167	0.213	0.159	0.108	0.162	0.138	0.229	0.143	0.041	0.032	0.055	0.025	0.027	0.000	0.050	0.027	0.041
income_ordinal	0.115	0.008	-0.036	-0.039	0.007	-0.021	1.000	0.172	0.017	0.027	0.026	0.031	0.017	0.089	0.030	0.063	0.000	0.045	0.000	0.047	0.027	0.049	0.305	0.160	0.345	0.184	0.069	0.127	0.171	0.199	0.153	0.196	0.170	0.183	0.184	0.234	0.212	0.212	0.013	0.021	0.050	0.034	0.055	0.000	0.034	0.055	0.013
first_purchase	0.059	0.118	0.064	0.083	0.033	0.051	0.172	1.000	0.000	0.000	0.018	0.000	0.000	0.000	0.028	0.000	0.000	0.008	0.004	0.016	0.014	0.000	0.051	0.037	0.055	0.024	0.026	0.041	0.022	0.000	0.030	0.026	0.036	0.006	0.015	0.020	0.015	0.024	0.010	0.030	0.028	0.039	0.000	0.010	0.062	0.000	0.010
display_1	0.002	0.049	0.054	0.050	0.017	0.000	0.017	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.066	0.011	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.007	0.000	0.023	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
display_2	0.025	0.041	0.079	0.119	0.014	0.017	0.027	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.007	0.000	0.000	0.086	0.000	0.108	0.027	0.019	0.015	0.000	0.000	0.000	0.000	0.008	0.009	0.000	0.014	0.011	0.000	0.000	0.000	0.018	0.000	0.019	0.000	0.010	0.000	0.016	0.000	0.000	0.003	0.000	0.000
display_3	0.037	0.289	0.185	0.189	0.019	0.029	0.026	0.018	0.000	0.000	1.000	0.000	0.000	0.000	0.002	0.000	0.000	0.024	0.000	0.017	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.034	0.025	0.016	0.025	0.001	0.021	0.000	0.046	0.000	0.029	0.050	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
display_4	0.027	0.031	0.024	0.026	0.000	0.015	0.031	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.019	0.000	0.000	0.000	0.000	0.004	0.000	0.007	0.000	0.003	0.000	0.000	0.002	0.013	0.000	0.015	0.010	0.005	0.000	0.009	0.022	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000
display_5	0.035	0.000	0.058	0.032	0.054	0.021	0.017	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.017	0.008	0.017	0.000	0.009	0.000	0.000	0.012	0.008	0.003	0.015	0.004	0.000	0.000	0.015	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
display_6	0.047	0.038	0.099	0.098	0.018	0.031	0.089	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.070	0.000	0.031	0.017	0.000	0.004	0.030	0.015	0.000	0.000	0.000	0.007	0.000	0.005	0.012	0.021	0.000	0.000	0.000	0.005	0.000	0.000	0.014	0.034	0.016	0.000	0.000	0.020	0.000	0.000
display_7	0.018	0.047	0.150	0.160	0.000	0.038	0.030	0.028	0.000	0.007	0.002	0.000	0.000	0.000	1.000	0.000	0.000	0.079	0.013	0.114	0.059	0.000	0.006	0.016	0.000	0.000	0.000	0.005	0.000	0.000	0.013	0.008	0.000	0.009	0.009	0.000	0.000	0.000	0.000	0.000	0.012	0.020	0.000	0.000	0.000	0.000	0.000
display_9	0.026	0.225	0.142	0.144	0.015	0.024	0.063	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.011	0.000	0.011	0.000	0.000	0.000	0.008	0.002	0.000	0.000	0.023	0.018	0.020	0.025	0.000	0.006	0.027	0.013	0.000	0.029	0.018	0.000	0.000	0.000	0.009	0.000	0.000	0.000	0.000	0.000
display_A	0.023	0.009	0.000	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.012	0.000	0.000	0.000	0.000	0.011	0.000	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.000
mailer_A	0.035	0.130	0.435	0.469	0.020	0.011	0.045	0.008	0.000	0.086	0.024	0.019	0.000	0.070	0.079	0.011	0.000	1.000	0.011	0.094	0.037	0.029	0.016	0.000	0.027	0.000	0.000	0.003	0.000	0.000	0.000	0.015	0.004	0.021	0.016	0.004	0.000	0.030	0.000	0.024	0.076	0.025	0.000	0.000	0.014	0.000	0.000
mailer_C	0.019	0.179	0.126	0.136	0.034	0.006	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.011	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.012	0.012	0.000	0.000	0.010	0.021	0.000	0.019	0.028	0.000	0.003	0.003	0.017	0.000	0.000	0.000	0.000	0.000
mailer_D	0.043	0.127	0.464	0.544	0.011	0.045	0.047	0.016	0.000	0.108	0.017	0.000	0.015	0.031	0.114	0.011	0.000	0.094	0.000	1.000	0.018	0.013	0.000	0.005	0.000	0.000	0.000	0.020	0.000	0.000	0.015	0.000	0.002	0.006	0.009	0.011	0.004	0.026	0.000	0.001	0.005	0.064	0.016	0.000	0.041	0.016	0.000
mailer_H	0.046	0.027	0.232	0.235	0.000	0.015	0.027	0.014	0.006	0.027	0.000	0.000	0.000	0.017	0.059	0.000	0.000	0.037	0.000	0.018	1.000	0.000	0.012	0.005	0.003	0.004	0.000	0.015	0.014	0.000	0.011	0.004	0.007	0.013	0.018	0.011	0.002	0.025	0.000	0.122	0.025	0.000	0.000	0.000	0.055	0.000	0.000
mailer_J	0.014	0.036	0.076	0.082	0.000	0.000	0.049	0.000	0.066	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.029	0.000	0.013	0.000	1.000	0.003	0.000	0.000	0.007	0.000	0.006	0.010	0.012	0.006	0.006	0.000	0.003	0.000	0.022	0.019	0.026	0.000	0.018	0.019	0.018	0.000	0.000	0.038	0.000	0.000
marital_status_A	0.188	0.096	0.055	0.054	0.055	0.220	0.305	0.051	0.011	0.015	0.000	0.004	0.017	0.004	0.006	0.000	0.000	0.016	0.000	0.000	0.012	0.003	1.000	0.370	0.431	0.066	0.068	0.020	0.058	0.372	0.156	0.258	0.260	0.107	0.140	0.249	0.326	0.633	0.000	0.004	0.008	0.020	0.000	0.000	0.009	0.000	0.000
marital_status_B	0.130	0.045	0.051	0.056	0.022	0.162	0.160	0.037	0.000	0.000	0.000	0.000	0.008	0.030	0.016	0.008	0.000	0.000	0.000	0.005	0.005	0.000	0.370	1.000	0.011	0.000	0.088	0.176	0.193	0.221	0.074	0.084	0.220	0.079	0.000	0.089	0.115	0.251	0.000	0.006	0.028	0.013	0.000	0.000	0.013	0.000	0.000
homeowner_Homeowner	0.188	0.104	0.072	0.080	0.035	0.193	0.345	0.055	0.014	0.000	0.003	0.007	0.017	0.015	0.000	0.002	0.000	0.027	0.000	0.000	0.003	0.000	0.431	0.011	1.000	0.183	0.106	0.293	0.082	0.204	0.231	0.335	0.163	0.000	0.081	0.160	0.148	0.444	0.002	0.016	0.020	0.000	0.037	0.000	0.000	0.037	0.002
homeowner_Probable Owner	0.304	0.045	0.076	0.078	0.000	0.123	0.184	0.024	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.007	0.066	0.000	0.183	1.000	0.000	0.023	0.030	0.057	0.032	0.203	0.045	0.025	0.040	0.041	0.071	0.121	0.000	0.030	0.008	0.007	0.004	0.000	0.018	0.004	0.000
homeowner_Probable Renter	0.100	0.086	0.044	0.049	0.036	0.061	0.069	0.026	0.000	0.000	0.000	0.003	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.068	0.088	0.106	0.000	1.000	0.011	0.016	0.045	0.048	0.052	0.023	0.030	0.022	0.022	0.053	0.113	0.000	0.007	0.013	0.002	0.000	0.000	0.000	0.000	0.000
homeowner_Renter	0.172	0.068	0.037	0.033	0.010	0.175	0.127	0.041	0.000	0.008	0.034	0.000	0.000	0.000	0.005	0.023	0.000	0.003	0.000	0.020	0.015	0.006	0.020	0.176	0.293	0.023	0.011	1.000	0.251	0.037	0.032	0.024	0.031	0.013	0.113	0.012	0.090	0.164	0.000	0.010	0.041	0.000	0.010	0.000	0.034	0.010	0.000
hhcomp_1 Adult Kids	0.136	0.118	0.104	0.118	0.011	0.105	0.171	0.022	0.000	0.009	0.025	0.000	0.000	0.007	0.000	0.018	0.000	0.000	0.008	0.000	0.014	0.010	0.058	0.193	0.082	0.030	0.016	0.251	1.000	0.166	0.174	0.107	0.096	0.103	0.213	0.208	0.342	0.242	0.000	0.025	0.008	0.014	0.019	0.000	0.033	0.019	0.000
hhcomp_2 Adults Kids	0.164	0.069	0.103	0.098	0.045	0.224	0.199	0.000	0.000	0.000	0.016	0.002	0.012	0.000	0.000	0.020	0.004	0.000	0.012	0.000	0.000	0.012	0.372	0.221	0.204	0.057	0.045	0.037	0.166	1.000	0.438	0.269	0.242	0.551	0.353	0.353	0.863	0.893	0.000	0.005	0.023	0.018	0.023	0.012	0.005	0.023	0.000
hhcomp_2 Adults No Kids	0.131	0.102	0.099	0.100	0.018	0.167	0.153	0.030	0.007	0.014	0.025	0.013	0.008	0.005	0.013	0.025	0.000	0.000	0.012	0.015	0.011	0.006	0.156	0.074	0.231	0.032	0.048	0.032	0.174	0.438	1.000	0.281	0.253	0.294	0.223	0.228	0.507	0.874	0.007	0.031	0.024	0.007	0.002	0.000	0.042	0.002	0.007
hhcomp_Single Female	0.161	0.075	0.084	0.080	0.017	0.213	0.196	0.026	0.000	0.011	0.001	0.000	0.003	0.012	0.008	0.000	0.000	0.015	0.000	0.000	0.004	0.006	0.258	0.084	0.335	0.203	0.052	0.024	0.107	0.269	0.281	1.000	0.155	0.181	0.137	0.140	0.312	0.507	0.017	0.000	0.014	0.000	0.009	0.000	0.004	0.009	0.017
hhcomp_Single Male	0.191	0.104	0.084	0.087	0.029	0.159	0.170	0.036	0.023	0.000	0.021	0.015	0.015	0.021	0.000	0.006	0.012	0.004	0.000	0.002	0.007	0.000	0.260	0.220	0.163	0.045	0.023	0.031	0.096	0.242	0.253	0.155	1.000	0.162	0.123	0.126	0.280	0.485	0.000	0.011	0.000	0.018	0.000	0.000	0.022	0.000	0.000
kid_category_1	0.174	0.047	0.057	0.054	0.009	0.108	0.183	0.006	0.000	0.000	0.000	0.010	0.004	0.000	0.009	0.027	0.000	0.021	0.010	0.006	0.013	0.003	0.107	0.079	0.000	0.025	0.030	0.013	0.103	0.551	0.294	0.181	0.162	1.000	0.144	0.147	0.580	0.894	0.007	0.000	0.013	0.009	0.051	0.021	0.000	0.051	0.007
kid_category_2	0.185	0.102	0.072	0.067	0.013	0.162	0.184	0.015	0.000	0.000	0.046	0.005	0.000	0.000	0.009	0.013	0.000	0.016	0.021	0.009	0.018	0.000	0.140	0.000	0.081	0.040	0.022	0.113	0.213	0.353	0.223	0.137	0.123	0.144	1.000	0.111	0.441	0.907	0.000	0.009	0.030	0.021	0.013	0.000	0.011	0.013	0.000
kid_category_3+	0.188	0.170	0.094	0.107	0.081	0.138	0.234	0.020	0.000	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.011	0.011	0.022	0.249	0.089	0.160	0.041	0.022	0.012	0.208	0.353	0.228	0.140	0.126	0.147	0.111	1.000	0.450	0.979	0.000	0.024	0.000	0.021	0.026	0.000	0.028	0.026	0.000
kid_category_None/Unknown	0.162	0.117	0.135	0.135	0.050	0.229	0.212	0.015	0.000	0.000	0.029	0.009	0.015	0.005	0.000	0.029	0.000	0.000	0.019	0.004	0.002	0.019	0.326	0.115	0.148	0.071	0.053	0.090	0.342	0.863	0.507	0.312	0.280	0.580	0.441	0.450	1.000	0.967	0.000	0.019	0.029	0.004	0.009	0.009	0.025	0.009	0.000
hhsize_ordinal	0.171	0.113	0.076	0.078	0.044	0.143	0.212	0.024	0.013	0.019	0.050	0.022	0.028	0.000	0.000	0.018	0.011	0.030	0.028	0.026	0.025	0.026	0.633	0.251	0.444	0.121	0.113	0.164	0.242	0.893	0.874	0.507	0.485	0.894	0.907	0.979	0.967	1.000	0.016	0.037	0.036	0.031	0.057	0.024	0.042	0.057	0.016
campaign_6.0	0.030	0.051	0.048	0.046	0.062	0.041	0.013	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.007	0.017	0.000	0.007	0.000	0.000	0.000	0.016	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.929
campaign_8.0	0.050	0.045	0.098	0.104	0.017	0.032	0.021	0.030	0.000	0.010	0.000	0.000	0.000	0.014	0.000	0.000	0.011	0.024	0.003	0.001	0.122	0.018	0.004	0.006	0.016	0.030	0.007	0.010	0.025	0.005	0.031	0.000	0.011	0.000	0.009	0.024	0.019	0.037	0.000	1.000	0.083	0.082	0.022	0.000	0.526	0.022	0.000
campaign_13.0	0.023	0.021	0.069	0.072	0.026	0.055	0.050	0.028	0.000	0.000	0.000	0.001	0.000	0.034	0.012	0.000	0.000	0.076	0.003	0.005	0.025	0.019	0.008	0.028	0.020	0.008	0.013	0.041	0.008	0.023	0.024	0.014	0.000	0.013	0.030	0.000	0.029	0.036	0.000	0.083	1.000	0.083	0.022	0.000	0.531	0.022	0.000
campaign_18.0	0.060	0.067	0.072	0.079	0.010	0.025	0.034	0.039	0.000	0.016	0.000	0.000	0.000	0.016	0.020	0.009	0.000	0.025	0.017	0.064	0.000	0.018	0.020	0.013	0.000	0.007	0.002	0.000	0.014	0.018	0.007	0.000	0.018	0.009	0.021	0.021	0.004	0.031	0.000	0.082	0.083	1.000	0.022	0.000	0.524	0.022	0.000
campaign_29.0	0.075	0.042	0.099	0.100	0.000	0.027	0.055	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.016	0.000	0.000	0.000	0.000	0.037	0.004	0.000	0.010	0.019	0.023	0.002	0.009	0.000	0.051	0.013	0.026	0.009	0.057	0.000	0.022	0.022	0.022	1.000	0.000	0.044	0.997	0.000
campaign_30.0	0.000	0.067	0.000	0.000	0.000	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	0.000	0.000	0.000	0.021	0.000	0.000	0.009	0.024	0.000	0.000	0.000	0.000	0.000	1.000	0.016	0.000	0.000
description_TypeA	0.040	0.036	0.094	0.112	0.001	0.050	0.034	0.062	0.000	0.003	0.000	0.000	0.000	0.020	0.000	0.000	0.000	0.014	0.000	0.041	0.055	0.038	0.009	0.013	0.000	0.018	0.000	0.034	0.033	0.005	0.042	0.004	0.022	0.000	0.011	0.028	0.025	0.042	0.000	0.526	0.531	0.524	0.044	0.016	1.000	0.044	0.000
description_TypeB	0.075	0.042	0.099	0.100	0.000	0.027	0.055	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.016	0.000	0.000	0.000	0.000	0.037	0.004	0.000	0.010	0.019	0.023	0.002	0.009	0.000	0.051	0.013	0.026	0.009	0.057	0.000	0.022	0.022	0.022	0.997	0.000	0.044	1.000	0.000
description_TypeC	0.030	0.051	0.048	0.046	0.062	0.041	0.013	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.007	0.017	0.000	0.007	0.000	0.000	0.000	0.016	0.929	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Unnamed: 0	first_purchase	shelf_price	pct_disc	pct_retail_disc	pct_coupon_disc	display_A	marital_status_A	homeowner_Homeowner	hhcomp_2 Adults No Kids	kid_category_None/Unknown	age_ordinal	income_ordinal	hhsize_ordinal
0	16	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
1	17	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
2	18	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
3	19	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
4	20	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
5	21	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
6	22	False	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
7	23	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0
8	24	False	0.79	0.240506	0.240506	-0.0	1	1	1	1	1	4.0	62.0	2.0
9	25	True	0.79	0.240506	0.240506	-0.0	0	1	1	1	1	4.0	62.0	2.0

	Unnamed: 0	first_purchase	shelf_price	pct_disc	pct_retail_disc	pct_coupon_disc	homeowner_Homeowner	hhcomp_2 Adults Kids	hhcomp_2 Adults No Kids	kid_category_1	kid_category_None/Unknown	age_ordinal	income_ordinal	hhsize_ordinal	campaign_18.0	description_TypeA
21241	34379	True	0.79	0.240506	0.240506	-0.0	1	0	1	0	1	2.0	62.0	2.0	0	0
21242	34380	True	0.79	0.240506	0.240506	-0.0	1	0	1	0	1	2.0	62.0	2.0	0	0
21243	34381	True	0.79	0.240506	0.240506	-0.0	1	0	1	0	1	2.0	62.0	2.0	0	0
21244	34382	True	0.79	0.240506	0.240506	-0.0	1	0	1	0	1	2.0	62.0	2.0	0	0
21245	34383	True	0.79	0.240506	0.240506	-0.0	1	0	1	0	1	2.0	62.0	2.0	0	0
21246	34384	True	0.79	0.240506	0.240506	-0.0	1	0	1	0	1	2.0	62.0	2.0	0	0
21247	34385	True	2.69	0.074349	0.074349	-0.0	1	0	1	0	1	2.0	62.0	2.0	1	1
21248	34386	True	2.79	0.103943	0.103943	-0.0	0	1	0	1	0	2.0	10.0	3.0	0	0
21249	34387	True	2.79	0.103943	0.103943	-0.0	0	1	0	1	0	2.0	10.0	3.0	0	0
21250	34388	True	3.99	0.248120	0.248120	-0.0	0	1	0	1	0	2.0	10.0	3.0	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII